{"id":"W3158989980","doi":"10.1016/j.chest.2021.04.039","title":"Global Physiology and Pathophysiology of Cough","year":2021,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Australian Research Council; Medical Research Council; College of Veterinary Medicine, University of Florida; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; University of Queensland; Geisinger Commonwealth School of Medicine; Queen's University Belfast; Cystic Fibrosis Foundation; University of Auckland; University of Manchester; King's College London; National Institutes of Health; Shionogi; University of Melbourne; Queen's University; Creighton University; University of Leicester; National Institute for Health and Care Research; University at Buffalo; University of Alberta; Wellcome Trust; Boehringer Ingelheim; Hunter Medical Research Institute; National Health and Medical Research Council; AstraZeneca; Chiesi Farmaceutici; Mayo Clinic; Merck; GlaxoSmithKline","keywords":"Medicine; Pathophysiology; Intensive care medicine; Respiratory physiology; Physiology; Pathology; Internal medicine; Respiratory system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001003128,0.001238087,0.002480241,0.002538329,0.0003056183,0.001542373,0.0009633027,0.00136806,0.003512111],"category_scores_gemma":[0.001347952,0.0003778102,0.0008939664,0.002595124,0.0007426487,0.001748372,0.001286832,0.002354395,0.00162578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007482037,"about_ca_system_score_gemma":0.002163758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001449661,"about_ca_topic_score_gemma":0.002383473,"domain_scores_codex":[0.9996972,0.00006113054,0.00006312241,0.0000537822,0.00009516006,0.00002955519],"domain_scores_gemma":[0.999441,0.0002996743,0.00009001166,0.00001530166,0.0001076857,0.00004636391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001475597,0.00008967998,0.0005258712,0.03913753,0.0003033308,0.0001664824,0.00009074368,0.0003613693,0.001127586,0.004145638,0.03439417,0.9195101],"study_design_scores_gemma":[0.00006275728,0.0001856423,0.003991973,0.02018491,0.0006643099,0.001274075,0.0001584113,0.0002028111,0.0003115334,0.005828534,0.9670849,0.00005001958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002969992,0.9993793,0.0000376981,0.0001842,0.0001595741,0.00000225255,0.000008676865,0.000002140157,0.0001964688],"genre_scores_gemma":[0.0002542894,0.9991319,0.00006435622,0.0001149766,0.0002971655,0.000003142611,0.00001434753,4.10837e-7,0.0001194516],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003512111,"threshold_uncertainty_score":0.01174921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07799128279584566,"score_gpt":0.4062813671069255,"score_spread":0.3282900843110798,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}